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Journal Articles
- 2023
[j5]Wlodzimierz Funika, Pawel Koperek, Tomasz Wiewióra:
Evolution-by-Coevolution of Neural Networks for Audio Classification. Comput. Informatics 42(2): 340-363 (2023)- [j4]Wlodzimierz Funika
, Pawel Koperek, Jacek Kitowski:
Continuous self-adaptation of control policies in automatic cloud management. Concurr. Comput. Pract. Exp. 35(20) (2023) - [j3]Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski:
Automated cloud resources provisioning with the use of the proximal policy optimization. J. Supercomput. 79(6): 6674-6704 (2023) - 2016
- [j2]Wlodzimierz Funika, Pawel Koperek:
Scaling Evolutionary Programming with the Use of Apache Spark. Comput. Sci. 17(1): 69-82 (2016) - 2010
- [j1]Wlodzimierz Funika, Mateusz Kupisz, Pawel Koperek:
Towards Autonomic Semantic-Based Management of Distributed Applications. Comput. Sci. 11: 51-64 (2010)
Conference and Workshop Papers
- 2023
- [c10]Andrzej Malota, Pawel Koperek, Wlodzimierz Funika:
Towards Understanding of Deep Reinforcement Learning Agents Used in Cloud Resource Management. ICCS (2) 2023: 561-575 - 2021
- [c9]Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski:
Continuous Self-adaptation of Control Policies in Automatic Cloud Management. Euro-Par Workshops 2021: 69-80 - 2020
- [c8]Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski:
Management of Heterogeneous Cloud Resources with Use of the PPO. Euro-Par Workshops 2020: 148-159 - [c7]Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski:
Automatic Management of Cloud Applications with Use of Proximal Policy Optimization. ICCS (1) 2020: 73-87 - 2019
- [c6]Wlodzimierz Funika, Pawel Koperek:
Evaluating the Use of Policy Gradient Optimization Approach for Automatic Cloud Resource Provisioning. PPAM (1) 2019: 467-478 - 2017
- [c5]Wlodzimierz Funika, Pawel Koperek:
Co-evolution of Fitness Predictors and Deep Neural Networks. PPAM (1) 2017: 555-564 - 2015
- [c4]Wlodzimierz Funika, Pawel Koperek:
Towards a Scalable Distributed Fitness Evaluation Service. PPAM (1) 2015: 493-502 - 2013
- [c3]Wlodzimierz Funika, Pawel Koperek:
Genetic Programming in Automatic Discovery of Relationships in Computer System Monitoring Data. PPAM (1) 2013: 371-380 - 2011
- [c2]Pawel Koperek, Wlodzimierz Funika:
Dynamic Business Metrics-driven Resource Provisioning in Cloud Environments. PPAM (2) 2011: 171-180 - 2009
- [c1]Wlodzimierz Funika, Denis Caromel, Pawel Koperek, Mateusz Kupisz:
Integration of the ProActive Suite and the semantic-oriented monitoring tool SemMon. CoreGRID@Euro-Par 2009: 45-58
Informal and Other Publications
- 2018
- [i1]Wlodzimierz Funika, Pawel Koperek:
Towards co-evolution of fitness predictors and Deep Neural Networks. CoRR abs/1801.00119 (2018)
Coauthor Index
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